Triple

T19943139
Position Surface form Disambiguated ID Type / Status
Subject National Emphasis Programs E479355 entity
Predicate relatedTo P37 FINISHED
Object Regional Emphasis Programs — NE NERFINISHED

How this triple was built (3 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Regional Emphasis Programs | Statement: [National Emphasis Programs, relatedTo, Regional Emphasis Programs]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Regional Emphasis Programs
Context triple: [National Emphasis Programs, relatedTo, Regional Emphasis Programs]
  • A. National Emphasis Programs
    National Emphasis Programs are targeted OSHA enforcement initiatives that focus inspection and compliance efforts on specific high-hazard industries, processes, or safety and health issues.
  • B. Statewide Programs and Institutes
    Statewide Programs and Institutes are UC Agriculture and Natural Resources’ systemwide research and outreach units that coordinate specialized programs across California to address agricultural, environmental, and community needs.
  • C. Regional Studies Program
    The Regional Studies Program is an academic graduate program focused on interdisciplinary analysis of specific world regions, particularly within the Asia-Pacific context.
  • D. Grants to States program
    The Grants to States program is a federal initiative that provides formula-based funding to U.S. state and territorial library administrative agencies to support statewide library services, innovation, and access to information.
  • E. Empowerment Zones and Enterprise Communities program
    The Empowerment Zones and Enterprise Communities program is a federal initiative that provides tax incentives and grants to stimulate economic development and job creation in distressed urban and rural communities.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Regional Emphasis Programs
Target entity description: Regional Emphasis Programs are OSHA initiatives that focus enforcement and outreach efforts on specific high-risk hazards or industries within particular geographic regions.
  • A. National Emphasis Programs
    National Emphasis Programs are targeted OSHA enforcement initiatives that focus inspection and compliance efforts on specific high-hazard industries, processes, or safety and health issues.
  • B. Statewide Programs and Institutes
    Statewide Programs and Institutes are UC Agriculture and Natural Resources’ systemwide research and outreach units that coordinate specialized programs across California to address agricultural, environmental, and community needs.
  • C. Regional Studies Program
    The Regional Studies Program is an academic graduate program focused on interdisciplinary analysis of specific world regions, particularly within the Asia-Pacific context.
  • D. Grants to States program
    The Grants to States program is a federal initiative that provides formula-based funding to U.S. state and territorial library administrative agencies to support statewide library services, innovation, and access to information.
  • E. Empowerment Zones and Enterprise Communities program
    The Empowerment Zones and Enterprise Communities program is a federal initiative that provides tax incentives and grants to stimulate economic development and job creation in distressed urban and rural communities.
  • F. None of above. chosen

Provenance (2 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69d8e522a17c819095165d4d24939fd8 completed April 10, 2026, 11:55 a.m.
NER Named-entity recognition batch_69e65a63f2e48190ba1cb7a4f415e7f6 completed April 20, 2026, 4:55 p.m.
Created at: April 10, 2026, 1:54 p.m.